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AI and Disaster Management
In Course 3, AI for Disaster Response, you will begin by learning how natural disasters create both short and long-term impacts on the economy, environment, and community. You will then learn how to mitigate some impacts using a framework for planning, designing, and implementing AI for Good projects.
You will get hands-on experience through a pair of case studies. The first focuses on the catastrophic 2010 earthquake in Haiti. You will use natural language processing (NLP) to compare requests for aid that victims made shortly after the earthquake with those that they made several months later. The second case study looks at Hurricane Harvey, which devastated parts of the Caribbean, Mexico, and the southern United States in 2017. You will use computer vision to identify hurricane damage from satellite imagery.
This course is part of the AI for Good Specialization, which demonstrates how AI is being harnessed to tackle some of the world’s biggest challenges — and provides a framework for you to be part of the solution.
This is a beginner-friendly course. Learners should know high school-level math and basic spreadsheet operations. It is recommended that learners first complete Course 1 and Course 2.
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Length | 0 weeks |
Starts | On Demand (Start anytime) |
Cost | $49 |
From | deeplearning.ai via Coursera |
Instructor | Robert Monarch |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Art & Design |
Tags | Computer Science Data Science Design And Product Machine Learning |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Disaster Workforce Specialist $42k
Response Coordinator $43k
Response officer $48k
Disaster Response Team Member/Sheltering $49k
Program Manager -- Disaster Response Manager $49k
Disaster Coordinator $53k
FEMA-Disaster Response Geotechnical Engineers - Houston $55k
FEMA-Disaster Response Civil Engineers - Houston $60k
Disaster AssistanceTeam member $63k
Disaster Preparedness Specialist $71k
Disaster Relief Specialist $88k
IT Disaster Recovery Analyst $95k
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Rating | Not enough ratings |
---|---|
Length | 0 weeks |
Starts | On Demand (Start anytime) |
Cost | $49 |
From | deeplearning.ai via Coursera |
Instructor | Robert Monarch |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Art & Design |
Tags | Computer Science Data Science Design And Product Machine Learning |
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